Compressive Imaging Structure Sampling Learning by Ben Adcock HARDBACK

Compressive Imaging Structure Sampling Learning
by Ben delivered in 2–3 working days (dispatched today if ordered before 3pm).Brand new copy from BookCurl – the UK independent online Ben Adcock
Title: Compressive Imaging Structure Sampling Learning
Format: Hardback
Language: English
Topic: Image processing
Publisher: Cambridge University Press
Publication year: 2021
ISBN-13: 9781108421614
ISBN-10: robust and fast image reconstruction is a critical task in many scientific, industrial and medical applications. Over the last decade, image reconstruction has been revolutionized by the rise of compressive imaging. It has fundamentally changed the way modern image reconstruction is performed. This in-depth treatment of the subject commences with a practical introduction to compressive imaging, supplemented with examples and downloadable code, intended for readers without extensive background in the subject. Next, it introduces core topics in compressive imaging including compressed sensing, wavelets and optimization in a concise yet rigorous way, before providing a detailed treatment of the mathematics of compressive imaging. The final part is devoted to recent trends in compressive imaging: deep learning and neural networks. With an eye to the next decade of imaging research, and using both empirical and mathematical insights, it examines the potential benefits and the piThis book provides a practical introduction to compressive imaging (with examples and code), an overview of core topics, and a comprehensive, rigorous treatment of the subject. It caters to graduate students, postdocs and faculty in mathematics, computer science, physics and engineering who want to learn about modern imaging buy from 99.9% positive response
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